Dominik K. Klein

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 7

Top Topics

Multilayer Perceptron

Finite Element Analysis

Top Venues

Publications

Mohammad Shojaee, Iman Valizadeh, Dominik K. Klein, P. Sharifi, Oliver Weeger
Multiscale modeling of functionally graded shell lattice metamaterials for additive manufacturing. Eng. Comput. 40 (3) (2024)
Dominik K. Klein, Rogelio Ortigosa, Jesús Martínez-Frutos, Oliver Weeger
Nonlinear electro-elastic finite element analysis with neural network constitutive models. CoRR (2024)
Jasper O. Schommartz, Dominik K. Klein, Juan C. Alzate Cobo, Oliver Weeger
Physics-augmented neural networks for constitutive modeling of hyperelastic geometrically exact beams. CoRR (2024)
Dominik K. Klein, Fabian J. Roth, Iman Valizadeh, Oliver Weeger
Parametrised polyconvex hyperelasticity with physics-augmented neural networks. CoRR (2023)
Lennart Linden, Dominik K. Klein, Karl A. Kalina, Jörg Brummund, Oliver Weeger, Markus Kästner
Neural networks meet hyperelasticity: A guide to enforcing physics. CoRR (2023)
Marlon Franke, Dominik K. Klein, Oliver Weeger, Peter Betsch
Advanced discretization techniques for hyperelastic physics-augmented neural networks. CoRR (2023)
Dominik K. Klein, Rogelio Ortigosa, Jesús Martínez-Frutos, Oliver Weeger
Finite electro-elasticity with physics-augmented neural networks. CoRR (2022)